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## 32 Image Processing

Since an image is basically a matrix, Octave is a very powerful environment for processing and analyzing images. To illustrate how easy it is to do image processing in Octave, the following example will load an image, smooth it by a 5-by-5 averaging filter, and compute the gradient of the smoothed image.

    I = imread ("myimage.jpg");
    S = conv2 (I, ones (5, 5) / 25, "same");
    [Dx, Dy] = gradient (S);

In this example `S` contains the smoothed image, and `Dx` and `Dy` contains the partial spatial derivatives of the image.